User APIΒΆ

Core one-table verbs

Filter

Keep rows that match condition.

Arrange

Sort rows based on one or more columns.

Select, Rename

Keep or rename specific columns.

Mutate, Transmute

Create or replace a column.

Summarize

Calculate a single number per grouping.

Group by

Specify groups for splitting rows of the data.

Other one-table verbs

Distinct

Keep only rows with unique values.

Count

Group by columns and count the number of observations.

Two-table verbs

Joins

Merge two tables using specific columns.

Tidy verbs

Nest

Create a column where each row is a DataFrame.

Gather, Spread

Reshape data between long and wide formats.